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科研机构
自动化研究所 [8]
内容类型
期刊论文 [8]
发表日期
2022 [8]
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Feature-Contrastive Graph Federated Learning: Responsible AI in Graph Information Analysis
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:
Zeng, Xingjie
;
Zhou, Tao
;
Bao, Zhicheng
;
Zhao, Hongwei
;
Chen, Leiming
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/02/22
Federated learning
Data models
Artificial intelligence
Graph neural networks
Training
Learning systems
Servers
graph neural networks
responsible artificial intelligence (AI)
weight divergence
weight similarity evaluation
A survey on federated learning: challenges and applications
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 页码: 23
作者:
Wen, Jie
;
Zhang, Zhixia
;
Lan, Yang
;
Cui, Zhihua
;
Cai, Jianghui
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  |  
浏览/下载:22/0
  |  
提交时间:2022/12/27
Federated learning
Machine learning
Privacy protection
Personalized federated learning
Learning Markets: An AI Collaboration Framework Based on Blockchain and Smart Contracts
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 16, 页码: 14273-14286
作者:
Ouyang, Liwei
;
Yuan, Yong
;
Wang, Fei-Yue
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  |  
浏览/下载:50/0
  |  
提交时间:2022/09/19
Collaboration
Artificial intelligence
Data models
Computational modeling
Smart contracts
Blockchain
Distributed databases
Artificial intelligence (AI) collaboration
blockchain
ensemble learning
federated learning (FL)
smart contracts
FedFV: federated face verification via equivalent class embeddings
期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 11
作者:
Liu, Lingyun
;
Zhang, Yifan
;
Gao, Haoyuan
;
Yu, Xingtao
;
Cheng, Jian
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  |  
浏览/下载:18/0
  |  
提交时间:2022/06/10
Equivalent class embeddings
Federated learning
Face recognition
Deep learning
A unified framework for multi-modal federated learning
期刊论文
NEUROCOMPUTING, 2022, 卷号: 480, 页码: 110-118
作者:
Xiong, Baochen
;
Yang, Xiaoshan
;
Qi, Fan
;
Xu, Changsheng
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  |  
浏览/下载:19/0
  |  
提交时间:2022/06/06
Multi-modal
Federated learning
Co-attention
A Weighted Average Consensus Approach for Decentralized Federated Learning
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 319-330
作者:
Alessandro Giuseppi
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  |  
浏览/下载:12/0
  |  
提交时间:2022/07/29
Federated learning (FedL)
deep learning
federated averaging (FedAvg)
machine learning (ML)
artificial intelligence
discrete-time consensus
distributed systems
Cooperative and Competitive Multi-Agent Systems: From Optimization to Games
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 763-783
作者:
Jianrui Wang
;
Yitian Hong
;
Jiali Wang
;
Jiapeng Xu
;
Yang Tang
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  |  
浏览/下载:49/0
  |  
提交时间:2022/04/24
Cooperative games
counterfactual regret min- imization
distributed optimization
federated optimization
fictitious self-play
mean field games
multi-agent reinforcement learning
non-cooperative games
A Weighted Average Consensus Approach for Decentralized Federated Learning
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 319-330
作者:
Alessandro Giuseppi
;
Sabato Manfredi
;
Antonio Pietrabissa
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  |  
浏览/下载:0/0
  |  
提交时间:2024/04/23
Federated learning (FedL)
deep learning
federated averaging (FedAvg)
machine learning (ML)
artificial intelligence
discrete-time consensus
distributed systems
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